{"id":"W2021217358","doi":"10.1155/2011/856190","title":"Pathobiologic Markers of the Ewing Sarcoma Family of Tumors: State of the Art and Prediction of Behaviour","year":2010,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Disease; Sarcoma; Oncology; Ewing's sarcoma; Therapeutic approach; Affect (linguistics); Internal medicine; Bioinformatics; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003007526,0.0001256112,0.0003594486,0.00005801794,0.00003807509,0.000002289103,0.0001425943,0.00006135146,0.00001974744],"category_scores_gemma":[0.0001000967,0.00006565294,0.0001820135,0.0001750621,0.0003514072,0.00003015252,0.0001108458,0.0001636571,5.365993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001494828,"about_ca_system_score_gemma":0.00006098704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761821,"about_ca_topic_score_gemma":0.0000357456,"domain_scores_codex":[0.9989045,0.00009197226,0.0004524741,0.00015847,0.000251716,0.0001408594],"domain_scores_gemma":[0.9988612,0.0001379439,0.0003537403,0.0004931786,0.0001136466,0.00004031611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009373551,0.0003970749,0.8258028,0.00007353836,0.00006130133,0.000003049372,0.0001822422,7.086819e-7,0.1663281,0.00005336696,0.0001424852,0.006861623],"study_design_scores_gemma":[0.0009774063,0.0003421343,0.8723894,0.0002567245,0.0001606431,0.0000261543,0.000198492,0.00002594787,0.1253178,0.0001979027,0.00006986471,0.00003752353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979172,0.0005171088,0.000002566992,0.000229659,0.0001632026,0.0004785594,0.0001842837,0.000008356424,0.0004990957],"genre_scores_gemma":[0.9995242,0.00006307353,0.0002688254,0.0000457252,0.0000160207,0.00001601887,0.000007557726,0.0000115306,0.0000470281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04658668,"threshold_uncertainty_score":0.2677249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515981731353353,"score_gpt":0.237381512371042,"score_spread":0.2222216950575084,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}